Simulation Lead

Advanced Micro Devices, Inc•Austin, TX

10d

About The Position

At AMD, our mission is to build great products that accelerate next-generation computing experiences—from AI and data centers, to PCs, gaming and embedded systems. Grounded in a culture of innovation and collaboration, we believe real progress comes from bold ideas, human ingenuity and a shared passion to create something extraordinary. When you join AMD, you’ll discover the real differentiator is our culture. We push the limits of innovation to solve the world’s most important challenges—striving for execution excellence, while being direct, humble, collaborative, and inclusive of diverse perspectives. Join us as we shape the future of AI and beyond. Together, we advance your career. AMD is looking for a strategic AI/ML Models and Emu/Simulation Lead who is passionate about improving the software stack readiness and exploring AI models. You will be a member of a core team of incredibly talented industry specialists and will work with the very latest hardware and software technology. THE PERSON: The ideal candidate should be passionate about AI/ML engineering and possess leadership skills to drive sophisticated issues to resolution from both SW and HW perspectives. Able to communicate effectively and work optimally with different architect engineers and teams across AMD.

Requirements

Strong object-oriented programming background, proficiency Python and C/C++ preferred
Experience with modern concurrent AI/ML programming and threading APIs on Windows/Linux operating system development
Direct experience with State of the art AI/ML training and inference models and frameworks with performance analysis and tunning
Familiar with GPU/TPU/CPU SOC architectures including SIMD/SIMT/Parallel Processing models, Cache/ Memory hierarchy subsystem
Effective communication, issue analysis and problem-solving skills
Motivating leader with good interpersonal skills
Bachelor’s or Master's or PhD degree in Computer Science, Computer Engineering, Electrical Engineering, or equivalent

Nice To Haves

Working knowledge with function model and architecture model in simulation is preferred
Knowledge of cluster and multi-node systems, AI/ML performance analysis, and SW simulation and emulation is a valuable asset
Open-minded and self-motivated to explore new technologies, models and alternatives to solution and issues

Responsibilities

Work with AMD’s architect specialists to influence & improve future product designs
Apply a data-driven and structured approach to issue analysis and optimization efforts
Contribute to AMD software readiness with cutting edge innovations, algorithms ,models and kernels
Drive and lead AI/ML software shift left efforts with Function Model/Architecture Model Simulation and Emulation
Explore next gen AI/ML models and evaluate them simulations.
Debug, analyze, resolve issues and explore more efficient alternatives, influence design enhancements for next-gen models on HW and SW.
Develop technical relationships with peers and partners